1、Advances in Applied Mathematics A?,2024,13(3),912-927Published Online March 2024 in Hans.https:/www.hanspub.org/journal/aamhttps:/doi.org/10.12677/aam.2024.133086dee?x?.?StackelbergK?&?n?U9vF2024c2?13FF2024c3?8FuF2024c3?14F de-?OKe?Stackelberg 2?xKdeX?x?LxkU?x?wxd?g?5?x?”?=de3 Stackelberg 2?xik?xiJn
2、?5?,?xi?KJ?kb?2?xi?K?xiLJ?5zL?-?x?g,?2?xiLJ?zL?-?d?,?Stackelberg?Ku?xi5c?8I(I)=E(PI)?K?x?L?x?z2?xiL?OKO?dr?L Taylor m?)?CqLcStackelberg-?OKde2?x?OKA Stackelberg Game Problem inInsurance Models with Narrow FramingShaodi SunSchool of Science,Hebei University of Technology,Tianjin:?&.dee?x?.?Stackelber
3、gKJ.A?,2024,13(3):912-927.DOI:10.12677/aam.2024.133086?&Received:Feb.13th,2024;accepted:Mar.8th,2024;published:Mar.14th,2024AbstractIn this paper,we consider the Stackelberg game reinsurance problem under mean-variance criterion with narrow framing.The motivation for purchasing insurancemight not on
4、ly be hedging wealth risk,but also to consider the purchase of insuranceitself as a risky investment,which is called narrow framing.Inspired by this,we usea quadratic utility function to measure the local gain-loss utility of the net benefits ofinsurance,namely,narrow framing.As the Stackelberg game
5、 in insurance models,thereinsurer first offers the insurer a reasonable indemnity in exchange for the appropri-ate premium.Then,the insurer selects an indemnity based on the premium principle.In this paper,suppose that the reinsurer chooses the expected value premium prin-ciple,we compute the optima
6、l insurance indemnity to maximize the mean-variancefunctional of the insurers terminal wealth and the quadratic function of net insurancereturns.Then,given the optimal indemnity of the insurer,we compute the parameterof the expected value premium principle to maximize the mean-variance function ofth
7、e reinsurers terminal wealth.In addition,we consider another Stackelberg game.For the insurer,by considering the same objective function as the former and givingthe premium principle(I)=E(PI),we obtain an expression of the optimal indem-nity.Afterwards,given the optimal indemnity,we maximize the exp
8、ected utility forthe terminal wealth of the reinsurer and compute the optimal price intensity of thepremium.Furthermore,by applying Taylor expansion,we find the approximationexpression of the optimal solution.KeywordsStackelberg Game,Mean-Variance Criterion,Narrow Framing,Reinsurance,Expected Utilit
9、y CriterionCopyright c?2024 by author(s)and Hans Publishers Inc.This work is licensed under the Creative Commons Attribution International License(CC BY 4.0).http:/creativecommons.org/licenses/by/4.0/DOI:10.12677/aam.2024.133086913A?&1.u2?x?O?mM5J?Borch 1L?z?xi?ox?L3?Ke2?x?K=5?x?O?zKaluszka 2-?KO“?K
10、 Borch 1?(J?1?2Young 3 Kaluszka 4O Wangs?K?K?2?x,?Borch 5?xik?2?xU?2?xi?d3?x?K?xV?|-?xdLp?xig3?x5?2?|,XJ?xd$2?xi2mCai?6l?xV?2?x?O32?x?O?8ICAc?Stackelberg?.52?x?Kz 7,80?k Stackelberg?SNChan Gerber 9Lz?xi2?xiL?Bowley)3?.?g.5O?2?xd3”7?Cq)3?Ac?Bowley)Y3x+ne?-Cheung?103?K-xe*?Chan Gerber 9?zLk(?xi?G?(?2?
11、xi?dChi?11|Bowley)5)?xi2?xim?x=K?.?1?2?x?N?2?xi?x 1?(?2?xi|dz?Boonen?12?&Ee?Bowley)b?2?xi?)?xi?&ELi Young 133L?zIOe?Stackelberg?Bowley)k-?K5z?x?5O?)?x3?JK3?x?X/?xx?xDLb?k?U?n5?y?Xd?J?l?n513?x?uy?n)?x?L?k3 Heaton Lucas 14=?xxNvk?L?Curcuru?15?L?X?z?%?NLx?9u|?z?Barberis Huang 16?/?x?L?deX“n?u?(J?=m?/Lo
12、L?zz 17,18(JLdek?3 A?vku?n?de?5Barberis?19deB 5?l?|?|?dBarberis Huang 16Jl(Jm?/?Gottlieb Mitchell 20J?xde?.LdeK?on?x?U5?$uYKx?K?.Zheng 21?de?x?xb?3?xk*:Lx?xi?(JLde?xIku)|*?$?DOI:10.12677/aam.2024.133086914A?&xIk?L?xBehaghel Blau 22de”?)3 65?-O.3Chi?23 S/deL?.?x?L?9?x?L?xJK?N3?:?Stackelberg=+?-2?xik1
13、?xi?1y?2?x3 Stackelberg L)fK5)2?xK3 zvkden Stackelberg(d?3?xi?8IKde?KN/3?1SN1fK?Kz?xiL?-?OK9?x?g?x?.1?fKz2?xiL?-?OKO?K?.31?SN1SN?/O(I)=E(PI)z2?xiL?OK?x?dr?)?eSNSXe1 2!?.b?1 3!?K3-?OKe Stackelberg K?1)O?xi?y?)?1 4!?/92?xi?8IOK?xi?9?dr?)|Taylor m?)?Cq?1 5!?1o(2.?.b?b?|k t=0,1t=0 L?xi3 t=1”Xr”X 3m 0,wi
14、 wi?xi?Lb?SX(x)L X?)FX(x)L X?2?x(I,(I)I 2?x?k?x 0k 0 I(x)x(I)2?x?b?R?xi?2?x?”k R=X IIS?32?x?K?z-?OK?n“n?Lu Stackelberg e?O?2?x5?xi2?xim?pK3d:de?Vg=b?2?x?xiw2?xi?X?xi?u(J?3?Y?g?5TK?Stackelberg K31SNXeb?(1)b?xi2?xi?LO wi wrLO Wi WrvXeXWi=wi X+I (I),(1)Wr=wr I+(I).(2)3?x?xi?x I(I)b?xi?g?xDOI:10.12677/a
15、am.2024.133086915A?&?g g()?LXeg(x)=x cx2,(3)c v 0 c 0(3)?xi?8IJ?x?IzL?x?maxIEWi12V ar(Wi)+kE(g(I (I),(4)1 0?xi?”?Xk 0 de5?xi?x?3?-?k=0?xi5L?-?OK?k +?x=w2?xi?)I2?xiJ?zL?-?maxEWr22V ar(Wr),(5)2 0 2?xi?”?X3?1?SNeb?(1)3TSN?K5)Stackelberg?)b?/(I)=E(PI),C P Ldrv P 0 EP=1(2)?dr P?xi?8IJ?x?I5zL?x?maxIEWi12V
16、 ar(Wi)+kE(g(I (I),?)I2?xiLzL?)?2?xdrmaxPEWr.(6)1?y?x=I (I)g 4O?DOI:10.12677/aam.2024.133086916A?&3.1?.)?!O Stackelberg?)L1?Kz?xiL?-?9?x?gO?x?wL1?z2?xi?-?)2?xi?eu?1)3.1.?xiK9)n1.z?xi?8I?I=I(;)vXefI(x;)=(1x )+1+2ck x,(7)0 e(8)?)(1+k)=1Z10SX(x)dx 2ck121+2ckZ1SX(x)dx.(8)y km?xi)?8I EWi12V ar(Wi)+kE(g(I
17、 (I)Wid(1)g(I (I)d(3)8IzmaxIwi EX 12E(X2)+12(EX)2(1+k)EI?12+ck?E(I2)+?12+ck(1 2)?(EI)2+1E(XI)1EXEI.(9)?(9)?d f(I)Lf(I)=(1+k)+1EXEI?12+ck?E(I2)+12+ck(1 2)(EI)2+1E(XI).(10)?z fb?EI=m 0,=EX?f(I)=(12+ck)E(I2)+1E(XI)?K=z)f(I)?)?zK.KF#?z?1).KFf R?#L(I)LL(I)=Z0?12+ck?I2(x)+1xI(x)I(x)?dFX(x)+m.I(x)?ILI(x;)=
18、(1x )+1+2ck x.DOI:10.12677/aam.2024.133086917A?&m?L?m=E?(1X )+1+2ck X?.(11)?e5y m 0,3?R?(11)?YOB(11)?Xe/m=R2ck0SX(x)dx+11+2ckR2ckSX(x)dx,0,11+2ckR1SX(x)dx,0.?m0=(11+2ckSX(2ck),0,11+2ckSX(1),0.(12)l(12)?l O?m l?0 m AX?)dz(4)5 I(x)?K=z m?5z(10)?foL 5O I(x)f?u?f()=?(1+k)+1EX?g1()?12+ck?g2()+?12+ck(1 2)
19、?(g1()2+1g3(),g1()=EI=m,g2()=E(I2)=2R2ck0 xSX(x)dx+21(1+2ck)2R2ck(1x )SX(x)dx,0,21(1+2ck)2R1(1x )SX(x)dx,0,g3()=E(XI)=2R2ck0 xSX(x)dx+11+2ckR2ck(21x )SX(x)dx,0,11+2ckR1(21x )SX(x)dx,0.O g1g2 g3?g01()=m0=(11+2ckSX(2ck),0,11+2ckSX(1),0,g02()=ck(1+2ck)SX(2ck)21(1+2ck)2R2ckSX(x)dx,0,21(1+2ck)2R1SX(x)dx,
20、0,g03()=2ck(1+2ck)SX(2ck)11+2ckR2ckSX(x)dx,0,1(1+2ck)SX(1)11+2ckR1SX(x)dx,0.DOI:10.12677/aam.2024.133086918A?&?0?kf0()=?(1+k)+1EX?g01()(12+ck)g02()+1+2ck(1 2)g1()g01()+1g03()=SX(2ck)1+2ck(1+k)2ck(1 2)Z2ck0SX(x)dx+2ck121+2ckZ2ckSX(x)dx!.?l O?0)S?l(1+k)+2ck121+2ck O?d 0okf0()0?0 f0()=?(1+k)+1EX?g01()?
21、12+ck?g02()+?1+2ck(1 2)?g1()g01()+1g03()=SX(1)1+2ck(1+k)+1Z10SX(x)dx+2ck121+2ckZ1SX(x)dx!.l?Lw?l 0 O?)S?kO?o3?f()?ve(1+k)=1Z10SX(x)dx 2ck121+2ckZ1SX(x)dx.n2.?I=I(;d)?LI(x;d)=(x d)+,(13)d=1 0 e?)(1+k)=1Zd0FX(x)dx 2ck2ZdSX(x)dx,(14)k=11+2ck.(15)y (7)I(x;d)?Lz(13)?/O?(15)?9 d=151 l(13)?L/w?”2?x)?d 2?x.
22、?xi?x?XO?d$?2?x?O52 deX2?x?Kw?dO?xi?k Cu?xL?x?w2?xi?xi2?x)?x|?$?DOI:10.12677/aam.2024.133086919A?&3.2.2?xiK9)?)Stackelberg?,fK2?xi?K(5)?8I EWr22V ar(Wr)m Wrd(2)EWr22V ar(Wr)=wr+E(X d)+222V ar(X d)+.(16)dz(16)?duz g(,d)g(,d)=E(X d)+22V ar(X d)+.(17)(14)?LO=p(1+k)2+8c1kE(X d)+(d E(X d)(1+k)4ckE(X d)+.
23、d(17)-#?g(d)=p(1+k)2+8c1kE(X d)+(d E(X d)(1+k)4ck22V ar(X d)+.g(d)?g0(d)=1(E(X d)d)SX(d)+E(X d)+(1 SX(d)p(1+k)2+8c1kE(X d)+(d E(X d)+2E(X d)+(1 SX(d).(18)d?d(18)?)?!ln?ef?d?13.3 O?n?1?!Y.3?!?Jwi=10,c=0.01,1=0.25,2=0.2,k=3.4,=11+2ck=0.786.(1)b?”C X l?K)LSx(x)=(ex,x (0,10,1 e10,x=0.)?LOeE(X d)d=Zd0SX(
24、x)dx d=1 ed d,E(X d)+=Z10dSX(x)dx=ed e10.DOI:10.12677/aam.2024.133086920A?&d“(18)g0(d)=1?(1 ed d)ed+(ed e10)(1 ed)?p(1+k)2+8c1k(ed e10)(d+ed 1)+2?ed e10?1 ed?.de?)0.25?(1 ed d)ed+(ed e10)(1 ed)?p19.36+0.0534(ed e10)(1 ed)+0.1572?ed e10?1 ed?=0.(19)(19)?d=4.70.(2)b?”C X l?Pareto)SX(x)=?1211201(x+1)21
25、120?Ix0,10.kOE(X d)d=Zd0SX(x)dx d=121120dd+1121120d,E(X d)+=Z10dSX(x)dx=1211201d+1+d12021120.O(J?g0(d)=0.25h(dd+1 d)(1211201(d+1)21120)+(1211201d+1+d12021120)(1 1(d+1)2)iq19.36+0.0534(1211201d+1+d12021120)(121120d 121120dd+1)+0.1572?1211201d+1+d12021120?1 1(d+1)2?.-g0(d)=0O?d=6.314.1?.)?!O1?SN?Stack
26、elberg)1)?K?drC P?xi?8I1SN?8I=zL?-?9?x?gO?x?1?z2?xi?)2?xi?dreu?1)n3.3-?Ke?xi?K?drC Pz?xDOI:10.12677/aam.2024.133086921A?&i?8I?xi?x?)I=q1X+q2P+n=12(1+2ck)X+12(1+2ck)ckq212Xq3(1+k)+n.(20)3?zOKe2?xi?8IO?dr?)P=PX(X )+1=q3(1+k)2ckq12X(X )+1,(21)q1,q2 q3?LOd(23)(24)(27)XO“L”X?IO?y?xi?8IzL?-?x?g?Lm EWi12V
27、ar(Wi)+kE(g(I (I)Wi g(I (I)d(1)(3)?xi?8I?dmaxI(1+k)EI (1+k)E(PI)(12+ck)E(I2)+12(EI)2+1E(XI)1EXEI ckE(PI)2+2ckEIE(PI).b?I z8IC Q?It=I+tQ t L?g(t)g(t)=(1+k)E(It)(1+k)E(PIt)(12+ck)E(I2t)+12E(It)2+1E(XIt)1EXE(It)ckE(PIt)2+2ckE(It)E(PIt).(22)g(t)3 t=0?=g0(0)=0(22)u t?g0(t)g0(t)=(1+k)EQ (1+k)E(PQ)(1+2ck)E
28、(QIt)+1E(It)EQ+1E(XQ)1EXEQ 2ckE(PIt)E(PQ)+2ckEQE(PIt)+2ckE(It)E(PQ).X g0(0)=0?eEQ(1+k)(1+k)P (1+2ck)I+1EI+1X 1EX2ckPE(PI)+2ckE(PI)+2ckPEI=0.du Q?C)S?0z?I=q1X+q2P+n,DOI:10.12677/aam.2024.133086922A?&n?q1 q2?Lq1=11+2ck,(23)q2=2ckq1 (1+k)2ckq1E(PX)1+2ckE(P2).(24)?e5?2?xi?K2?xiL?z(6)?d maxPEI(I)I?L“T8I2
29、?xi?8I?d?zmaxPq1EX+q1E(PX)+q2E(P2)q2.(25)(24)q2?L?eXq1EX q1E(PX)=(1+2ckE(P2)q2+k+12ck.“?(25)8I?dmaxP(1+12ck)q21+k2ck.d2?xi?8I?d?z q2min,Pq2=min,P 2ckq1XP(1+k)2ck2P+2ck+1,C X P?XX PO X P?IO?e?zT8Iw,k =1.d8I?dmaxP2ckq1XP+k+12ck2P+2ck+1.8I?O P?P=p(1+k)2+2ckq21(2ck+i)2X(1+k)2ckq1X.(26)duX =1b?P X vX P=a
30、X+b(eE(P)=1,V ar(P)=2P.DOI:10.12677/aam.2024.133086923A?&OX a,b?a=PX,b=1 PX.o?P?)P=PX(X )+1=1+q3(1+k)2ckq12X(X ),q3?Lq3=q(1+k)2+2ckq21(2ck+1)2X.(27)dz(24)q2?L-#?q2=2ckq1XP+k+12ck2P+1+2ck.(26)P?L q2?q2=ckq212Xq3(1+k).d?xi?I?LI=12(1+2ck)X+12(1+2ck)ckq212Xq3(1+k)+n.n4.3C X?IO?Xv?e Taylor mO?x?dr?Cq)I12
31、(1+2ck)X+12(1+2ck)1+k1+2ck+n,P12(1+k)(X )+1.y b?Xv?Taylor m PCqP1X2(1+k),?dr P?CqP 1+12(1+k)(X ).DOI:10.12677/aam.2024.133086924A?&dq2Cqq2 1+k1+2ck,?I?CqI12(1+2ck)X+12(1+2ck)1+k1+2ck+n.n5.?dr?L2?xi?E(Wr)=wr+?q3(1+k)4ck2ckq21q3(1+k)?2X.?xi?cL(E(Wi),V ar(Wi)=?wi +?2ckq21q3(1+k)q3(1+k)4ck?2X,?2ck1+2ck+
32、214(1+2ck)2?2X?,q3d(27).y (20)I?L(21)P?LO?2?xi?E(Wr)=wr EI+(I)=wr+?q3(1+k)4ck2ckq21q3(1+k)?2X.O E(Wi)Wid(1)?xiL?AE(Wi)=wi +?2ckq21q3(1+k)q3(1+k)4ck?2X.Lm V ar(Wi)z 2X+E(I)2(EI)2 2E(XI)+2EIO?E(I)2(EI)2=212X4(1+2ck)2,?xiL?A?V ar(Wi)=?2ck1+2ck+214(1+2ck)2?2X.DOI:10.12677/aam.2024.133086925A?&5.(?3?xi2?
33、xiV?2?x?Kuden?Stackelberg?.?)31SNkz?xiL?-?9?x?g?xi?wLy?)?5lLw?x?d?x?,?z2?xiL?-?OK?v?31?SN(I)=E(PI)?/O?2?dr?)?L Taylor m?2?dr?Cq)z1 Borch,K.H.(1960)An Attempt to Determine the Optimum Amount of Stop Loss Reinsurance.Transaction of the 16th International Congress of Actuaries,35,597-610.2 Kaluszka,M.(
34、2001)Optimal Reinsurance under Mean-Variance Premium Principles.Insur-ance:Mathematics and Economics,28,61-67.https:/doi.org/10.1016/S0167-6687(00)00066-43 Young,V.R.(1999)Optimal Insurance under Wangs Premium Principle.Insurance:Mathe-matics and Economics,25,109-122.https:/doi.org/10.1016/S0167-668
35、7(99)00012-84 Kaluszka,M.(2005)Optimal Reinsurance under Convex Principles of Premium Calculation.Insurance:Mathematics and Economics,36,375-398.https:/doi.org/10.1016/j.insmatheco.2005.02.0045 Borch,K.(1969)The Optimal Reinsurance Treaty.ASTIN Bulletin:The Journal of the IAA,5,293-297.https:/doi.or
36、g/10.1017/S051503610000814X6 Cai,J.,Lemieux,C.and Liu,F.(2016)Optimal Reinsurance from the Perspectives of Bothan Insurer and a Reinsurer.ASTIN Bulletin:The Journal of the IAA,46,815-849.https:/doi.org/10.1017/asb.2015.237 Von Stackelberg,H.(2010)Market Structure and Equilibrium.Springer Science and
37、 BusinessMedia,Berlin.https:/doi.org/10.1007/978-3-642-12586-78 Simaan,M.and Cruz Jr.,J.B.(1973)On the Stackelberg Strategy in Nonzero-Sum Games.Journal of Optimization Theory and Applications,11,533-555.https:/doi.org/10.1007/BF009356659 Chan,F.Y.and Gerber,H.U.(1985)The Reinsurers Monopoly and the
38、 Bowley Solution.ASTIN Bulletin:The Journal of the IAA,15,141-148.https:/doi.org/10.2143/AST.15.2.2015025DOI:10.12677/aam.2024.133086926A?&10 Cheung,K.C.,Yam,S.C.P.and Zhang,Y.(2019)Risk-Adjusted Bowley Reinsurance underDistorted Probabilities.Insurance:Mathematics and Economics,86,64-72.https:/doi.
39、org/10.1016/j.insmatheco.2019.02.00611 Chi,Y.,Tan,K.S.and Zhuang,S.C.(2020)A Bowley Solution with Limited Ceded Risk fora Monopolistic Reinsurer.Insurance:Mathematics and Economics,91,188-201.https:/doi.org/10.1016/j.insmatheco.2020.02.00212 Boonen,T.J,Cheung,K.C.and Zhang,Y.(2021)Bowley Reinsurance
40、 with Asymmetric In-formation on the Insurers Risk Preferences.Scandinavian Actuarial Journal,2021,623-644.https:/doi.org/10.1080/03461238.2020.186763113 Li,D.and Young,V.R.(2021)Bowley Solution of a Mean-Variance Game in Insurance.In-surance:Mathematics and Economics,98,35-43.https:/doi.org/10.1016
41、/j.insmatheco.2021.01.00914 Heaton,J.and Lucas,D.(2000)Portfolio Choice in the Presence of Background Risk.TheEconomic Journal,110,1-26.https:/doi.org/10.1111/1468-0297.0048815 Curcuru,S.,Heaton,J.,Lucas,D.and Moore,D.(2010)Heterogeneity and Portfolio Choice:Theory and Evidence.In:Ait-Sahalia,Y.and
42、Hansen,L.P.,Eds.,Handbook of FinancialEconometrics:Tools and Techniques,North Holland,Amsterdam,337-382.https:/doi.org/10.1016/B978-0-444-50897-3.50009-216 Barberis,N.and Huang,M.(2009)Preferences with Frames:A New Utility Specification ThatAllows for the Framing of Risks.Journal of Economic Dynamic
43、s and Control,33,1555-1576.https:/doi.org/10.1016/j.jedc.2009.01.00917 Kahneman,D.and Lovallo,D.(1993)Timid Choices and Bold Forecasts:A Cognitive Perspec-tive on Risk Taking.Management Science,39,17-31.https:/doi.org/10.1287/mnsc.39.1.1718 Kahneman,D.(2003)Maps of Bounded Rationality:Psychology for
44、 Behavioral Economics.American Economic Review,93,1449-1475.https:/doi.org/10.1257/00028280332265539219 Barberis,N.,Huang,M.and Santos,T.(2001)Prospect Theory and Asset Prices.The Quar-terly Journal of Economics,116,1-53.https:/doi.org/10.1162/00335530155631020 Gottlieb,D.and Mitchell,O.S.(2020)Narr
45、ow Framing and Long-Term Care Insurance.Jour-nal of Risk and Insurance,87,861-893.https:/doi.org/10.1111/jori.1229021 Zheng,J.(2020)Optimal Insurance Design under Narrow Framing.Journal of EconomicBehavior and Organization,180,596-607.https:/doi.org/10.1016/j.jebo.2020.05.02022 Behaghel,L.and Blau,D
46、.M.(2012)Framing Social Security Reform:Behavioral Responses toChanges in the Full Retirement Age.American Economic Journal:Economic Policy,4,41-67.https:/doi.org/10.1257/pol.4.4.4123 Chi,Y.,Zheng,J.and Zhuang,S.(2022)S-Shaped Narrow Framing,Skewness and the Demandfor Insurance.Insurance:Mathematics and Economics,105,279-292.https:/doi.org/10.1016/j.insmatheco.2022.04.005DOI:10.12677/aam.2024.133086927A?